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AI-Generated Text Detection using NLP — project thumbnail preview
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AI-Generated Text Detection using NLP

This project detects AI-generated text with NLP: a RoBERTa classifier fine-tuned on the HC3 Human ChatGPT Comparison Corpus (...

PyTorch Hugging Face Transformers Python 3
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Hotel Booking Cancellation Prediction using Machine Learning — project thumbnail preview
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Hotel Booking Cancellation Prediction using Machine Learning

This project predicts which hotel reservations are likely to be canceled — while there is still time to save them — using the...

Matplotlib Jupyter notebook Git
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Software Defect Prediction using Machine Learning (NASA MDP) — project thumbnail preview
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Software Defect Prediction using Machine Learning (NASA MDP)

This project predicts which software modules are likely to contain defects — before testing even starts — using only static c...

Matplotlib Jupyter notebook Git
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Speech Command Recognition using CNN (Google Speech Commands Dataset) — project thumbnail preview
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Speech Command Recognition using CNN (Google Speech Commands Dataset)

This project builds a small-footprint convolutional neural network that recognises 35 spoken commands — "yes", "no", "stop",...

Jupyter notebook Python 3 TensorFlow · Keras
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Disaster Tweet Classification using NLP — project thumbnail preview
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Disaster Tweet Classification using NLP

This project teaches a machine to read a tweet and decide whether it reports a real disaster — the hard part being figurative...

Jupyter notebook Git Python 3
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Network Intrusion Detection using Machine Learning (NSL-KDD) — project thumbnail preview
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Network Intrusion Detection using Machine Learning (NSL-KDD)

This project builds a machine-learning intrusion detector that examines a network connection's features — duration, protocol,...

Matplotlib Jupyter notebook Git
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS) — project thumbnail preview
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Turbofan Engine Remaining Useful Life Prediction using LSTM (NASA C-MAPSS)

This project predicts how many operating cycles a turbofan engine has left before failure, using the NASA C-MAPSS dataset of...

Matplotlib Jupyter notebook Python 3
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SMS Spam Detection using NLP (UCI SMS Spam Collection) — project thumbnail preview
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SMS Spam Detection using NLP (UCI SMS Spam Collection)

This project builds an SMS spam filter that learns the language of spam from 5,574 real labelled text messages. A TF-IDF + Mu...

scikit-learn Jupyter notebook NLTK
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Book Recommendation using Collaborative Filtering (Book-Crossing) — project thumbnail preview
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Book Recommendation using Collaborative Filtering (Book-Crossing)

This project builds an item-based collaborative-filtering recommender on the Book-Crossing benchmark (1.15 million ratings) t...

scikit-learn Matplotlib Jupyter notebook
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